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Verify every AI output before it moves markets

AI agents are fast, confident, and wrong often enough to matter. Meerkat catches inflated revenue figures, fabricated growth rates, and misquoted filings before they reach clients, regulators, or the trading desk.

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AI agents are fast, confident, and
wrong often enough to matter

$142.8M
AI-reported revenue when the SEC filing says $118.4M. A 20% inflation presented as fact.
Real Meerkat Layer 2 test case
24% vs 12.7%
Year-over-year growth rate fabricated by AI. Nearly double the actual figure.
Every number in the summary was wrong
5 of 5
Financial claims contradicted by source in a single earnings summary
Revenue, margin, net income, guidance, growth rate

Two gates between the AI
and the market

Ingress Gate
Shield scans inputs to financial AI systems
  • Catches attempts to manipulate portfolio analysis through prompt injection
  • Prevents injection attacks in risk scoring workflows
  • Sanitizes inputs to compliance screening systems
Egress Gate
Verify checks every output against source filings
  • Revenue figures checked against 10-Q/10-K
  • Growth rates recalculated from source data
  • Margin percentages verified against financial statements
  • Guidance ranges confirmed against earnings releases

The errors that move markets

Inflated Revenue

Revenue reported as $847M when the filing says $782.3M. The AI inflated the number by 8% and presented it with decimal precision.

Fabricated Growth Rates

23% year-over-year growth when the actual rate is 17.2%. Impressive sounding, completely fabricated.

Misquoted Guidance

Full-year guidance reported as $3.8 billion. The filing says $3.2-3.4 billion. The AI picked a number above the range.

Operating Margin Errors

Operating margin stated as 18.5%. The filing says 15.1%. A 3.4 percentage point error that changes the investment thesis.

Net Income Fabrication

Net income reported as $156M. The actual figure is $89.7M. A 74% overstatement.

The audit trail your compliance
team has been asking for

Every AI interaction is logged, scored, and traceable. Not a monthly report. Continuous, automated oversight.

Complete Audit Trail

Every verification produces a signed record: what was checked, what passed, what was flagged, how it was resolved. Exportable for regulatory review.

Agent Identity

Every AI agent in your environment is registered, authenticated, and monitored. Full lifecycle governance for every AI agent.

Heartbeat Monitoring

Real-time status of every AI agent. If an agent goes silent, drifts from its baseline, or behaves anomalously, you know immediately.

FINRA and SEC Alignment

Audit trails structured for regulatory examination. Complete provenance for every AI-generated analysis, recommendation, and report.

Automated Compliance Reporting

Dashboard showing verification rates, flag rates, resolution times, and trust score trends across your entire AI fleet. No manual log pulling.

ISO 42001 Alignment

Meerkat's continuous monitoring maps to emerging AI management system standards, providing the infrastructure between Big Four audits.

Your financial data never
leaves your environment

Cloud API

Pre-anonymized financial data. Zero retention. 5 minutes.

Hybrid Sidecar

Runs inside your trading infrastructure. Client portfolios never leave.

Self-Hosted

Air-gapped. For proprietary strategies and material non-public information.

Start verifying financial AI output today

Free tier. 10,000 verifications/month. No credit card.